Autumn Labs

Autumn Labs is a manufacturing intelligence platform for factory floors that brings station and robot data into one place for real-time monitoring, analytics, and predictive insights. It addresses the problem of fragmented production data by connecting stations, robots, data silos, emails, and MES systems, giving teams visibility into equipment states, process performance, and product lineage from serial number to final assembly.

The platform includes modules for factory metrics and process performance, equipment states, product history, test specifications, control inputs, alerts, insights, root cause analysis, and predictive analytics. It offers real-time SPC metrics, station yield and throughput monitoring, unit-level tracking with pass/fail results and station timing, anomaly detection, historical replay, and forecasting of yield, throughput, and equipment health. It works with most industrial station and robot architectures and adapts to varying factory network environments. Setup involves downloading, registering, and integrating with stations. The platform is described as manufacturing intelligence powered by AI, with intelligent insights, automated investigations, dashboards, conversational exploration, and alerts.